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Bayesian Group Bridge for Bi-level Variable Selection

A Bayesian bi-level variable selection method (BAGB: Bayesian Analysis of Group Bridge) is developed for regularized regression and classification. This new development is motivated by grouped data, where generic variables can be divided into multiple groups, with variables in the same group being m...

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Sonraí Bibleagrafaíochta
Foilsithe in:Comput Stat Data Anal
Main Authors: Mallick, Himel, Yi, Nengjun
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2017
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5603248/
https://ncbi.nlm.nih.gov/pubmed/28943688
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2017.01.002
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